Enterprise-Grade AI Engineering
Enterprise AI Architecture: Turn Hype into Business Assets.
Strategic architecture and fractional leadership for companies ready to move beyond experiments and start shipping.
Book Strategy CallStandardizing AI Implementation for Growth-Stage Companies
Built on Modern Foundations
"I created INUXO to deliver executive-level product leadership on-demand. Not templates. Not playbooks. Personalized strategies for companies serious about shipping AI to production."
— Tomer Weiss, Founder
Our Perspective
Most AI initiatives fail at the integration layer, not the model layer.
Choosing the right LLM is the easy part. The hard part is embedding AI into complex workflows, data architectures, and existing team capabilities.
We see it constantly: Brilliant pilots that work in isolation but break when faced with production realities. That is where POCs go to die.
And that is exactly where we come in.
What We Do
AI Product Strategy & Architecture
We turn business objectives into production-ready technical roadmaps. Defining use cases, selecting the right models, and designing architecture that scales.
Fractional CPO / CTO Leadership
Interim executive leadership to steer your product team. We manage the backlog, align stakeholders, and drive the velocity required to hit market windows.
Technical Due Diligence
Deep-dive audits for investors and acquirers. We assess code quality, AI model viability, and technical debt so you know exactly what you're buying or building.
Dual-Track Expertise
Silicon Valley Engineering for Every Sector
Whether you're building the next unicorn or optimizing a global supply chain, the core engine is the same: Intelligent Architecture.
Speed, Scalability, Architecture
Tech Builders & Startups
RAG Pipelines
Move beyond generic chatbots to grounded, hallucination-free product features.
Fractional CPO/CTO
Senior leadership to bridge the gap between Seed and Series B.
Local LLM Deployment
Cut OpenAI costs by 80% with proprietary, quantized models.
// For CTOs, founders, and product teams
Automation, Efficiency, Cost Reduction
Enterprise, Law & Operations
The Digital Workforce
Deploy autonomous agents to handle claims, contracts, and support tickets 24/7.
Legacy Modernization
Unlock data trapped in PDFs and Excel sheets into searchable, actionable insights.
Risk & Compliance
Automated auditing tools that read thousands of docs in seconds.
For COOs, legal teams, and operations leaders
Same engineering rigor. Different application domains.
Sector Expertise
Transforming Operations Beyond High-Tech
We bring Silicon Valley engineering to traditional sectors. Same rigor, immediate business impact.
Legal & Finance
Drowning in Documents?
Automated contract review, regulatory compliance checks, and instant case-law retrieval.
Result
Reduce audit times by 80%.
Manufacturing & Logistics
Supply Chain Clarity.
Predictive inventory management, automated vendor communication agents, and operational reporting.
Result
Reduce downtime by 30% via predictive maintenance.
Insurance & Real Estate
Faster Claims & Processing.
Automating claim assessments, property valuation analysis, and tenant support workflows.
Result
Zero backlog, 24/7 response.
Retail & Service
The Infinite Concierge.
Customer support agents that actually solve problems, not just deflect tickets.
Result
3x Faster Resolution at 50% of the cost.
The Fractional Advantage
Why Leading Companies Choose Fractional Leadership
Day-1 Impact, Zero Ramp-Up
Skip the 6-month hiring cycle. We embed immediately with senior expertise that has already solved the problems you're facing today.
Executive Vision, Flexible Commitment
Get the strategic weight of a C-Level executive without the full-time headcount or equity dilution. Scale our involvement as your product evolves.
Bias for Action
We don't just advise, we architect. We bridge the gap between business goals and engineering reality to ensure your AI initiative actually ships.
The Team
Built by Veterans. Proven in the Field.
The Journal
Notes from the Field
Hard-won lessons on shipping AI to production — architecture, economics, and the judgment calls that separate a demo from a durable product.
What It Actually Means to Be an "AI Company" — And What You're Trading Away
Wiring up an API is the easy part. The real story — the thing that separates the companies that survive from the ones that quietly bleed out — is running AI without torching your token budget or getting trapped in endless development loops. Here's what "AI-based" really costs, and the trade-offs nobody puts in the pitch deck.
Tomer Weiss
July 2026
Tell Me... Do You Bleed Tokens? The AI Budget Crisis Hiding in Plain Sight
Despite falling token prices, enterprise AI bills are skyrocketing. Unoptimized workflows trapped in retry loops, context windows stuffed with company wikis, and flagship models doing the work of pocket calculators — this is the silent budget bleed finance teams are waking up to in 2026.
Tomer Weiss
May 2026
Your AI Isn't Smart, It's Just Too Polite: The Hidden Danger of Sycophantic Models
In 2026, everyone's excited about Vibe Coding. Tools like Claude Code, Cursor, and Lovable make everyone feel like wizards. But there's a hidden trap: AI models are trained to please you, not to tell you the truth. Here's why that's a problem.
Tomer Weiss
January 2026
Ready to Ship AI to Production?
Get a strategic assessment from senior AI product leaders. We'll identify your highest-impact opportunities and create a concrete roadmap.